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Evolutionary Design of PID Controller for Twin Rotor Multi-Input Multi-Output System

机译:双转子多输入多输出系统PID控制器的进化设计

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摘要

In this paper, a framework to automatically generate a set of parameters of PID (proportional, integral and derivative) controllers for the twin rotor multi-input multi-output system (TRMS) by using a simplified genetic algorithm (GA) is proposed. The simplified GA is proposed in the paper for tuning the FID parameters. The sequential search method is used to find the desired crossover point for the crossover operation. Finally, the optimal PID parameters are applied to the TRMS. Simulation results and experiment verifications are demonstrated to show the effectiveness and performance of the proposed method.
机译:本文提出了一种使用简化遗传算法自动生成双转子多输入多输出系统(TRMS)的PID(比例,积分和微分)控制器参数集的框架。本文提出了简化的遗传算法,用于调整FID参数。顺序搜索方法用于找到交叉操作所需的交叉点。最后,将最佳PID参数应用于TRMS。仿真结果和实验验证证明了该方法的有效性和性能。

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